Pattern Recognition and Image Preprocessing (Signal Processing and Communications)

Sing T. Bow

ISBN 10: 0824706595 / ISBN 13: 9780824706593

Editore: CRC Press 2002-01-11, 2002

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Codice articolo 6666-TNFPD-9780824706593

Dati bibliografici

• Titolo: Pattern Recognition and Image Preprocessing (Signal Processing and Communications)
• Editore: CRC Press 2002-01-11
• Data di pubblicazione: 2002
• Lingua: Inglese
• ISBN 10: 0824706595
• ISBN 13: 9780824706593
• Rilegatura: Hardcover
• Edizione: seconda edizione
• Condizione: New

Descrizione articolo

Riassunto

Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection, novel computer system architectures, proven algorithms for solutions to common roadblocks in data processing, computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net, detailed appendices with data sets illustrating key concepts in the text, and more.

Informazioni sull?autore

Sing T. Bow